Integer Programming Formulations for Maximum Lifetime Broadcasting Problems in Wireless Sensor Networks
Roberto Montemanni
DOI: 10.4236/wsn.2010.212111   PDF    HTML     7,152 Downloads   11,880 Views   Citations


Approaches based on integer linear programming have been recently proposed for topology optimization in wireless sensor networks. They are, however, based on over-theoretical, unrealistic models. Our aim is to show that it is possible to accommodate realistic models for energy consumption and communication protocols into integer linear programming. We analyze the maximum lifetime broadcasting topology problem and we present realistic models that are also shown to provide efficient and practical solving tools. We present a strategy to substantially speed up the convergence of the solving process of our algorithm. This strategy introduces a practical drawback, however, in the characteristics of the optimal solutions retrieved. A method to overcome this drawback is discussed. Computational experiments are reported.

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R. Montemanni, "Integer Programming Formulations for Maximum Lifetime Broadcasting Problems in Wireless Sensor Networks," Wireless Sensor Network, Vol. 2 No. 12, 2010, pp. 924-935. doi: 10.4236/wsn.2010.212111.

Conflicts of Interest

The authors declare no conflicts of interest.


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